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Kniha Wavelets in Functional Data Analysis Pedro A. Morettin

Wavelets in Functional Data Analysis

Autor: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer International Publishing AG
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 13-18 dní
68.21 €
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and...

Informácie o knihe

Autor
Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2017
Stránok
106
EAN
9783319596228
ISBN
3319596225
Enbook ID
16280080
Vydavateľ
Springer International Publishing AG
Hmotnosť
1883
Rozmery
155 x 235 x 9

Kompletný popis

Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and science. This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data. Starting with the Haar wavelet, the authors explore myriad families of wavelets and how they can be used. High-dimensional data visualization (using Andrews' plots), wavelet shrinkage (a simple, yet powerful, procedure for nonparametric models) and a selection of estimation and testing techniques (including a discussion on Stein's Paradox) make this a highly valuable resource for graduate students and experienced researchers alike.

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